Improving Sequence-To-Sequence Speech Recognition Training with On-The-Fly Data Augmentation

Thai-Son Nguyen, Sebastian Stüker, Jan Niehues, Alex Waibel

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

6 Citations (Web of Science)
Original languageEnglish
Title of host publicationICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
PublisherIEEE
Pages7689-7693
Number of pages5
ISBN (Electronic)978-1-5090-6631-5
ISBN (Print)978-1-5090-6632-2
DOIs
Publication statusPublished - 2020
Event45th International Conference on Acoustics, Speech, and Signal Processing - Online, Barcelona, Spain
Duration: 4 May 20208 May 2020
Conference number: 45
https://2020.ieeeicassp.org/

Conference

Conference45th International Conference on Acoustics, Speech, and Signal Processing
Abbreviated titleICASSP 2020
Country/TerritorySpain
CityBarcelona
Period4/05/208/05/20
Internet address

Keywords

  • sequence-to-sequence
  • self-attention
  • data augmentation
  • speed perturbation
  • sub-sequence
  • Data Augmentation
  • Self-attention
  • Sequence-to-sequence
  • Speed Perturbation
  • Sub-sequence

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